{"id":"W3106081663","doi":"10.1111/jocd.13840","title":"Fractional CO<sub>2</sub> laser therapy for cesarean scar under the guidance of multiple evaluation methods: A retrospective study","year":2020,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Surgery; Laser therapy; Visual analogue scale; Laser","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238338,0.0001567446,0.0006962055,0.0001421556,0.0001191094,0.00001604554,0.000184585,0.00009983568,0.00005729563],"category_scores_gemma":[0.00102977,0.00008704447,0.0002420257,0.0002532041,0.00018482,0.00008758344,0.00002726565,0.0003326572,0.000005677797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009488111,"about_ca_system_score_gemma":0.0003799203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003094073,"about_ca_topic_score_gemma":0.000002810617,"domain_scores_codex":[0.9972623,0.000897299,0.0007227816,0.0001914921,0.0007040667,0.0002220567],"domain_scores_gemma":[0.9967634,0.0009904472,0.0006305788,0.0001991905,0.001285775,0.0001305824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01313901,0.007061443,0.7850633,0.0002686434,0.007508986,0.0005823011,0.005333839,0.0009811929,0.1002913,0.0005465105,0.03456036,0.04466309],"study_design_scores_gemma":[0.03291628,0.00577,0.7656314,0.0001018046,0.001124942,0.004830196,0.007592461,0.00986765,0.1642393,0.004183161,0.003489855,0.0002529613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693051,0.00140824,0.01354748,0.01386148,0.0002047165,0.00145962,0.00001144993,0.000009739539,0.0001921555],"genre_scores_gemma":[0.9955159,0.0001938527,0.003014207,0.001073432,0.000108276,0.00006264276,0.000005548145,0.00001799767,0.000008074447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06394805,"threshold_uncertainty_score":0.354957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08795441411702737,"score_gpt":0.4281166209298992,"score_spread":0.3401622068128718,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}